{"id":"W3171604767","doi":"10.1007/s13204-021-01900-w","title":"SARS-CoV-2 and its new variants: a comprehensive review on nanotechnological application insights into potential approaches","year":2021,"lang":"en","type":"review","venue":"Applied Nanoscience","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; University of California, Davis; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Scheme for Promotion of Academic and Research Collaboration; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nanomedicine; Risk analysis (engineering); Sars virus; 2019-20 coronavirus outbreak; Outbreak; Medicine; Business; Computer science; Virology; Nanotechnology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008270823,0.0009253016,0.001478473,0.0021057,0.0001949793,0.001148795,0.0006474035,0.000974022,0.00308707],"category_scores_gemma":[0.001034605,0.0003486339,0.0008269866,0.001717175,0.0003457224,0.001255071,0.0006897302,0.001516448,0.0009877444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005070889,"about_ca_system_score_gemma":0.001575463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072878,"about_ca_topic_score_gemma":0.002622137,"domain_scores_codex":[0.9997858,0.00003691965,0.0000371731,0.00003769359,0.00007693335,0.00002539505],"domain_scores_gemma":[0.9996092,0.000218921,0.00005466071,0.00001016307,0.00008546896,0.0000215999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001828675,0.0001059979,0.0002060912,0.03651874,0.0002138528,0.0001694763,0.00006483251,0.0004621819,0.003827468,0.003342777,0.0229434,0.9319623],"study_design_scores_gemma":[0.00005166743,0.0002428078,0.0006913698,0.00703485,0.000467748,0.0007175205,0.00006692897,0.0001569842,0.001177984,0.001614717,0.9877437,0.00003370533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009780721,0.9991729,0.0001040409,0.0001288336,0.0001179133,0.000005966449,0.00002381223,0.0000043282,0.0003444632],"genre_scores_gemma":[0.0004996486,0.9987754,0.0002096729,0.00013881,0.00008522609,0.000007167293,0.00003395045,9.539326e-7,0.0002491485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00308707,"threshold_uncertainty_score":0.01032728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144730986064525,"score_gpt":0.3814142671405856,"score_spread":0.2366832810760606,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}